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ResearchFormerly WizWand

Image Classification on ImageNet (val) (Top-1 and Top-5 Error)

21Top-1 ErrorHRNet-W96-C
20.85621.82822.823.772Aug 20, 2019
Updated 8mo ago

Evaluation results

MethodLinks
HRNet-W96-C#Params.=57.5M, GFLOPS=10.2, Residual branch type=bottleneck2019.08215.6
HRNet-W40-C#Params.=57.6M, GFLOPS=11.8, Residual branch type=two 3 x 3 convolutions2019.0821.15.6
ResNet-152#Params.=60.2M, GFLOPS=10.7, Residual branch type=bottleneck2019.0821.25.7
HRNet-W76-C#Params.=40.8M, GFLOPS=7.3, Residual branch type=bottleneck2019.0821.55.8
ResNet-101#Params.=44.6M, GFLOPS=7.3, Residual branch type=bottleneck2019.0821.65.8
HRNet-W30-C#Params.=37.7M, GFLOPS=7.55, Residual branch type=two 3 x 3 convolutions2019.0821.95.9
ResNet-106#Params.=64.9M, GFLOPS=11.1, Residual branch type=two 3 x 3 convolutions2019.0822.76.4
HRNet-W44-C#Params.=21.9M, GFLOPS=3.9, Residual branch type=bottleneck2019.08236.5
HRNet-W18-C#Params.=21.3M, GFLOPS=3.99, Residual branch type=two 3 x 3 convolutions2019.0823.16.5
ResNet-72#Params.=48.4M, GFLOPS=7.46, Residual branch type=two 3 x 3 convolutions2019.0823.36.7
ResNet-50#Params.=25.6M, GFLOPS=3.82, Residual branch type=bottleneck2019.0823.36.6
ResNet-38#Params.=28.3M, GFLOPS=3.8, Residual branch type=two 3 x 3 convolutions2019.0824.67.4